A study on effective data preprocessing and augmentation method in diabetic retinopathy classification using pre-trained deep learning approaches
Ramazan İncir, Ferhat Bozkurt
Topics & Concepts
OverfittingComputer scienceArtificial intelligencePreprocessorDeep learningData pre-processingDiabetic retinopathyMachine learningTest setAffine transformationPattern recognition (psychology)Grading (engineering)Artificial neural networkMedicineDiabetes mellitusEndocrinologyMathematicsPure mathematicsEngineeringCivil engineeringRetinal Imaging and AnalysisArtificial Intelligence in HealthcareCOVID-19 diagnosis using AI